Mapping Ocean Oil Pollution with ERS SAR Imagery
Mapping of the worst oil pollution distribution is based on the above steps. The scene on which
most slicks have been detected in a frame is then selected for re-examination. All detected oil
slicks on this image are further classified into either high or low probability ones. A similar
normalised oil slick index for either total or high probability slicks can be calculated for this
frame as:
where N is the detected slick number of the scene for any of the total, high & low probability
slicks, f
sea is the sea surface fraction of the frame, and f is the scene fraction. These steps are
repeated until all the included ERS frames have been completed so that the spatial distribution
of oil pollution distribution in the region can be derived.
Spatial Distribution of the Average Oil Slick Occurrence Intensity
The overall statistical result for the average oil slick occurrence intensity is summarised in Table 1. A total of 10988
oil slicks have been detected in 2292 scenes, representing 45.6% of the total scenes studied. Spatially speaking, over
80% of the total study area had been once polluted at an intensity of at least one
slick per 10,000 km
2 of sea surface area
during the study period. Linear and
patchy slicks have an almost equal
frequency (45%) with curved ones much
lower (10%). More than 10% of the oil
slicks are over 10 km in size and over a
quarter below 1 km in size, while about
60% of the total detected slicks fall in the
range of 1-10 km.
Table 1. Statistical results of the detected oil slicks
in the Southeast Asian waters during the period of
September 1995 to September 1998.
| Detected slicks | Number | Percentage (%) |
| Total | 10988 | 100.0 |
| Slick types | Linear | 5045 | 45.9 |
| Curved | 1175 | 10.7 |
| Patchy | 4768 | 43.4 |
| Slick sizes | ³10km | 1338 | 12.2 |
| 5-10km | 1824 | 16.6 |
| 1-5km | 4695 | 42.7 |
| <1km | 3131 | 28.5 |
| Total scenes | 5029 | 100.0 |
| Total frames | 657 | 100.0 |
| Polluted scenes | 2292 | 45.6 |
| Polluted frames | 552 | 84.0 |
The normalised slick intensity is summarised in Table 2. The averaged oil pollution intensity
over the whole study area is 2.7 with the highest of 28.8. The normalised slick intensity is then
used to compile the spatial distribution map of the average ocean oil slick occurrence intensity
in this region (Figure 2).
Table 2. Statistical results of the normalized average oil slick occurrence
intensity in the Southeast Asian waters during the period of September 1995 to
September 1998.
| Intensity | Total |
Slick type | Slick size (km) |
| Linear | Curved | Patchy | ³10 | 5-10 | 1-5 | <1 |
| Maximum | 28.8 | 16.7 | 6.0 | 13.3 | 10.6 | 5.5 | 13.3 | 8.4 |
| Average | 2.7 | 1.2 | 0.3 | 1.2 | 0.3 | 0.4 | 1.1 | 0.8 |
Figure 2. Spatial distribution map of the average oil pollution occurrence intensity
in the Southeast Asian waters.